Temporal dynamics of spatial heterogeneity over cropland quantified by time-series NDVI, near infrared and red reflectance of Landsat 8 OLI imagery

International Journal of Applied Earth Observation and Geoinformation

Volumn 30, Issue 1, 2014, Pages 139-145

  Ding, Yanling ^a,b,c   Zhao, Kai ^a,c   Zheng, Xingming ^a,c   Jiang, Tao ^a,c  

^a NORTHEAST INSTITUTE OF GEOGRAPHY AND AGRICULTURAL ECOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Fractional vegetation cover; Mean length variability; NDVI; Near infrared and red reflectance; Spatial heterogeneity

Indexed keywords

AGRICULTURAL LAND; HETEROGENEITY; IMAGERY; LANDSAT; NDVI; NEAR INFRARED; REFLECTANCE; REMOTE SENSING; SPATIAL ANALYSIS; TEMPORAL VARIATION; TIME SERIES ANALYSIS; VARIOGRAM; VEGETATION COVER;

EID: 84897523526     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2014.01.009     Document Type: Article

References (26)

1. Allen, W.A., Richardson, A.J., 1968. Interaction of light with plant canopy. Journal of the Optical Society of America 58 (8), 1023-1028.
2. Burgheimer, J., Wilske, B., Maseyk, K., Karnieli, A., Zaady, E., Yakir, D., Kesselmeier, J., 2006. Relationships between Normalized Difference Vegetation Index (NDVI) and carbon fluxes of biologic soil crusts assessed by ground measurements. Journal of Arid Environment 64, 651-669.
3. Chen, P.Y., Chen, C.H., Hsu, N.S., Wu, C.M., Wen, J.C., 2012. Influence of heterogeneity on unsaturated hydraulic properties: 1. Local heterogeneity and scale effect. Hydrological Processes 26, 3593-3603.
4. Curran, P.J., Atkinson, P.M., 1998. Geostatistics and remote sensing. Progress in Physical Geography 22 (1), 61-78.
5. Dale, M.R.T., 2000. Lacunarity analysis of spatial pattern: a comparison. Landscape Ecology 15, 467-478.
6. Franklin, J.F., Van Pelt, R., 2004. Spatial aspects of structural complexity in oldgrowth forests. Journal of Forestry 102, 22-28.
7. Garrigues, S., Allard, D., Baret, F., Weiss, M., 2006. Quantifying spatial heterogeneity at the landscape scale using variogram models. Remote Sensing of Environment 103 (1), 81-96.
8. Garrigues, S., Allard, D., Baret, F., Morisette, J., 2008. Multivariate quantification of landscape spatial heterogeneity using variogram models. Remote Sensing of Environment 112 (1), 216-230.
9. Gitelson, A.A., Kaufman, Y.J., Stark, R., Rundquist, D., 2002. Novel algorithms for remote estimation of vegetation fraction. Remote Sensing of Environment 80, 76-87.
10. Huete, A.R., Jackson, R.D., Post, D.F., 1985. Spectral response of plant canopy with different soil background. Remote Sensing of Environment 17, 37-53.
11. Jackson, R.D., 1983. Spectral indices in n-space. Remote Sensing of Environment 13 (5), 409-421.
12. Jackson, R.D., Pinter, P.J., 1986. Spectral response of architecturally different wheat canopies. Remote Sensing of Environment 20, 43-56.
13. Jasinski, M.F., 1996. Estimation of subpixel vegetation density of natural regions using satellite multispectral imagery. IEEE Transactions of Geoscience and Remote Sensing 34 (3), 804-813.
14. Jasinski, M.F., Eagleson, P.S., 1990. Estimation of subpixel vegetation cover using red-infrared scattergrams. IEEE Transactions of Geoscience and Remote Sensing 28 (2), 253-267.
15. Jiang, Z.Y., Huete, A.R., Chen, J., Chen, Y.H., Li, J., Yan, G.J., Zhang, X.Y., 2006. Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction. Remote Sensing of Environment 101 (3), 366-378.
16. Legendre, P., Fortin, M.J., 1989. Spatial pattern and ecological analysis. Vegetation 80, 107-138.
17. Li, H., Reynolds, J.F., 1995. On definition and quantification of heterogeneity. Oikos 73, 280-284.
18. Oliver, M.A., Shine, J.A., Slocum, K.R., 2005. Using the variogram to explore imagery of two different spatial resolutions. International Journal of Remote Sensing 26 (15), 3225-3240.
19. Price, J.C., Steven, M.D., Andrieu, B., Jaggard, K., 1996. Visible near-infrared radiation parameters for sugar beets. International Journal of Remote Sensing 17 (17), 3411-3418.
20. Tarnavsky, E., Garrigues, S., Brown, M.E., 2008. Multiscale geostatistical analysis of AVHRR, SPOT-VGT, and MODIS global NDVI products. Remote Sensing of Environment 112 (2), 535-549.
21. Tian, Y.H., Woodcock, C.E., Wang, Y.J., Privette, J.L., et al., 2002. Multiscale analysis and validation of the MODIS LAI product II: Sampling strategy. Remote Sensing of Environment 83 (3), 431-441.
22. Van der Meer, F., 2012. Remote sensing image analysis and geostatistics. International Journal of Remote Sensing 33, 5644-5676.
23. Wackernagel, H., 2003. Multivariate Geostatistics: An Introduction with Applications. Springer, Berlin, pp. 387.
24. Wang, Z.Q., 1999. Geostatistics and its Application in Ecology. Science Press, Beijing.
25. Wen, Z.F., Zhang, C., Zhang, S.Q., Ding, C.H., Liu, C.Y., Pan, X., Li, H.P., Sun, Y., 2012. Effects of normalized difference vegetation index and related wavebands' characteristics on detecting spatial heterogeneity using variogram-based analysis. Chinese Geographical Science 22 (2), 188-195.
26. Wittich, K.P., Hansing, O., 1995. Area-averaged vegetative cover fraction estimated from satellite data. International Journal of Biometeorology 38, 209-215.